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<h2 id="about" style="margin-top: 0px; font-size: 35px; margin-bottom: 20px;">Deep Learning in JavaScript</h2>
<h2 id="about" style="margin-top: 10px;">About</h2>
<ul>
  <li>JS-PyTorch is a <strong>Deep Learning</strong> JavaScript library, which uses the seamless PyTorch syntax.</li>
  <li>This means that you can use this library to <strong>train, test and deploy Neural Networks</strong>, with node.js or on a web browser.</li>
<li>For access to the source code, visit <a href="https://github.com/eduardoleao052/js-pytorch", target="_blank">the GitHub repo</a>.</li>
</ul>
<h2 id="installation">Installation</h2>
<p>This is a <strong>node</strong> package, and can be installed with  <strong>npm</strong> (Node Package Manager). It has full support of node 20.15.1, which is the latest LTS (Long-Term Support) node version, and more recent versions. </p>
<p>To run JS-PyTorch in the <b>browser</b>, paste the following tag in the <strong>head</strong> of your HTML file. You can also get the latest tag from the <a href="https://cdnjs.com/libraries/js-pytorch" target="_blank">cdnjs</a> website:</p>
<pre><code class="language-html line-numbers">
  &lt;script src="https://cdnjs.cloudflare.com/ajax/libs/js-pytorch/0.7.2/js-pytorch-browser.js" integrity="sha512-l22t7GnqXvHBMCBvPUBdFO2TEYxnb1ziCGcDQcpTB2un16IPA4FE5SIZ8bUR+RwoDZGikQkWisO+fhnakXt9rg==" crossorigin="anonymous" referrerpolicy="no-referrer"&gt;&lt;/script&gt;
  </code></pre>
<p>After that, you can use JS-PyTorch freely in any <strong>script</strong> tag in your HTML file.</p>

<h3 id="macos">MacOS</h3>
<ul>
<li>First, install <strong>node</strong> with the command line, as described on the <a href="https://nodejs.org/en/download/package-manager" target="_blank">node website</a>:</li>
</ul>
<pre><code># installs nvm (Node Version Manager)
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash
# download and install Node.js (you may need to restart the terminal)
nvm install 20
# verifies the right Node.js version is in the environment
node -v # should print `v20.15.1`
# verifies the right npm version is in the environment
npm -v # should print `10.7.0`
</code></pre>
<ul>
<li>Now, use <strong>npm</strong> to install Js-PyTorch locally:</li>
</ul>
<pre><code># installs js-pytorch
npm install js-pytorch
# if needed, install older version of js-pytorch
nvm install js-pytorch@0.1.0
</code></pre>
<ul>
<li>Finally, <strong>require</strong> the package in your javascript file:</li>
</ul>
<pre><code class="language-javascript">const { torch } = require(&quot;js-pytorch&quot;);
const nn = torch.nn;
const optim = torch.optim;
</code></pre>
<h3 id="linux">Linux</h3>
<ul>
<li>First, install <strong>node</strong> with the command line, as described on the <a href="https://nodejs.org/en/download/package-manager" target="_blank">node website</a>:</li>
</ul>
<pre><code># installs nvm (Node Version Manager)
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash
# download and install Node.js (you may need to restart the terminal)
nvm install 20
# verifies the right Node.js version is in the environment
node -v # should print `v20.15.1`
# verifies the right npm version is in the environment
npm -v # should print `10.7.0`
</code></pre>
<ul>
<li>Now, use <strong>npm</strong> to install Js-PyTorch locally:</li>
</ul>
<pre><code># installs js-pytorch
npm install js-pytorch
# if needed, install older version of js-pytorch
nvm install js-pytorch@0.1.0
</code></pre>
<ul>
<li>Finally, <strong>require</strong> the package in your javascript file:</li>
</ul>
<pre><code class="language-javascript">const { torch } = require(&quot;js-pytorch&quot;);
const nn = torch.nn;
const optim = torch.optim;
</code></pre>
<h3 id="windows">Windows</h3>
<ul>
<li>
<p>First, download <strong>node</strong> from the prebuilt installer on the <a href="https://nodejs.org/en/download/prebuilt-installer" target="_blank">node website</a>:</p>
</li>
<li>
<p>Now, use <strong>npm</strong> to install Js-PyTorch locally:</p>
</li>
</ul>
<pre><code># installs js-pytorch
npm install js-pytorch
# if needed, install older version of js-pytorch
nvm install js-pytorch@0.1.0
</code></pre>
<blockquote>
<p><strong>Note:</strong>If this throws an error, you might need to install the latest version of <a href="https://visualstudio.microsoft.com/downloads/?cid=learn-navbar-download-cta">Visual Studio</a>, including the "Desktop development with C++" workload.</p>
</blockquote>
<ul>
<li>Finally, <strong>require</strong> the package in your javascript file:</li>
</ul>
<pre><code class="language-javascript">const { torch } = require(&quot;js-pytorch&quot;);
const nn = torch.nn;
const optim = torch.optim;
</code></pre>
<h2 id="contributing">Contributing</h2>
<ul>
<li>If you have <strong>detected a bug</strong> on the library, please file a <a href="https://github.com/eduardoleao052/js-pytorch/issues/new?assignees=&labels=02+Bug+Report&projects=&template=bug-report.yml", target="_blank">Bug Report</a> using a GitHub issue, and feel free to reach out to me on my LinkedIn or email.</li>
<li>If you would like to see a <strong>new feature</strong> in Js-PyTorch, file a <a href="https://github.com/eduardoleao052/js-pytorch/issues/new?assignees=&labels=enhancement&projects=&template=feature-request.yml", target="_blank">New Feature</a> issue.</li>
<li>Finally, if you would like to <strong>contribute</strong>, create a merge request to the <code>develop</code> branch. I will try to answer as soon as possible. All help is really appreciated! 
</ul>
</li>
</ul>












                
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